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Cherrybook.
Utopian Coffee

Thai Huai Mae Liam

White HoneyLight

Cherrybook Index

52sparse

Evidence-of-quality score, not a cup score. Sparse signal: 1 of 7 signals on file. Methodology

Price position

$2.02/oz$22.00 for 309g

Typical band for this profile $1.73 to $3.28 (honey single-origin lots (other named varieties, retail bags); USD listings; light roast in stock). Where it sits

Catalog summary

A white Honey lot from Chiang Rai, Thailand, not yet indexed (1 of 7 signals on file) and priced inside the typical band for its listed profile.

Based on the listing and catalog evidence

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Price and availability set by the roaster.

Batch roasted weekly

Roasted on a scheduled weekly rhythm. Very fresh if you order right after a roast day; less so near the end of the cycle.

“We roast and ship on Monday, Wednesday, and Friday of each week.” source ↗

Save at Utopian CoffeeIn addition to subscriptions (with a per bag discount!) on all of our core blends and decafFree shipping over $50

Cherrybook last checked this listing today.

Roaster’s notes

apple butter · musk melon · roasted macadamias

  • Fruit
Open the flavor wheel

Mapped from the roaster’s tasting notes to the SCA flavor wheel; Cherrybook’s interpretation of the stated notes, not the roaster’s own categorization.

Thai Huai Mae Liam by Utopian Coffee
Farm / Co-op
—
Altitude
1350 m
Harvest
—
Weight
309g
Bag price
$22.00
Price / oz
$2.02/oz
Brew
—

from the roaster’s storeread by Cherrybook from the listing“estimated” below = inferred, not stated

Price contextmodeled

A modeled range and current prices for comparable listings.

$2.02/oz

typically $1.73 to $3.28

Where it sits

23 honey single-origin lots (other named varieties, retail bags); USD listings; light roast in stock

typical band this lot

Broad comparison: 44th percentile of 23 honey single-origin lots (other named varieties, retail bags); USD listings; light roast in stock right now.

This group broadens origin, roast or selling market to find enough lots. It does not qualify this coffee for a value recommendation.

What moves this price

cheaper×1.00pricier
  • Honey process×1.06
  • Light roast×1.06
  • Other listed varieties×0.97
How this estimate works

A statistical model, refit weekly across the in-stock catalog, estimates what a coffee with these listed attributes typically sells for per ounce. Each multiplier compares one trait against the average lot in this market; the roaster line covers brand and sourcing together, which this model cannot separate. Bag size is shown separately, priced at the rate observed across sizes of the same coffee, because it says nothing about the coffee itself. The distribution counts every in-stock listing in the comparison group, with at least 15 listings from three roasters and no roaster supplying more than 60% of it. Decaf, blends, variety segments, processing families and bag formats stay separate. Origin, roast and selling currency can broaden as the group label indicates. Prices are converted to USD per ounce; shipping and differences in tax treatment are not adjusted. The model reads listed attributes only: the quality of the specific lot in the bag is not observable, so a price above the typical band is not evidence of overpricing.

Some listing details are missing or have limited model coverage, so the typical band shown is wider than usual.

Cherrybook Index (CBI)

Evidence-of-quality score, not a cup score. Methodology

52

Sparse signal

Confidence1 of 7 signals on file

Score is heavily shrunk toward 50; treat as a placeholder until more sources arrive.

How confidence affects the score

Coverage measures signal availability, not cup quality. This coffee has 5% of the signal universe on file. Missing sources are dropped, remaining weights are renormalized, and the result is shrunk toward a neutral 50 baseline by 88% so one thin signal cannot carry the score on its own.

The math on file: renormalized base 65.0 shrunk to 51.9 = 52.

Missing: SCA grade, Coffee Review, Reddit sentiment, YouTube reviews, On-shop ratings, Cherrybook ratings

  • Roaster transparency
    Producer / farm / lot disclosure depth
    65/ 100% weight

Sensory profileestimated

Acidity
3
Body
3
Sweetness
4
Balance
4
Clean
4

Comps & alternatives

Tasting flight

Compare this with three more lots selected from the catalog.

Brew a set side-by-side. The picks vary along axes that pair with this lot; origin, process, roast, or producer; so you learn the difference, not just drink four good cups.

Build the flight

Reference · About the varietal & origin

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